diff --git a/cmake/modules/BinaryTest.cmake b/cmake/modules/BinaryTest.cmake
--- a/cmake/modules/BinaryTest.cmake
+++ b/cmake/modules/BinaryTest.cmake
@@ -1,8 +1,24 @@
 # Facilities to run tests on the executable binaries.
 
+if(${CMAKE_SYSTEM_NAME} MATCHES "Windows")
+	set(UNIT_TEST_NAME "test_PE")
+elseif(${CMAKE_SYSTEM_NAME} MATCHES "Linux")
+	set(UNIT_TEST_NAME "test_ELF")
+elseif(${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
+	set(UNIT_TEST_NAME "test_MACHO")
+endif()
+
 macro(add_to_symbols_check BINARY)
 	if(NOT TARGET symbol-check)
 		add_custom_target(symbol-check)
+
+		add_custom_target(test-symbol-check
+			COMMENT "Running test-symbol-check (${UNIT_TEST_NAME})"
+			COMMAND
+				"${Python_EXECUTABLE}"
+				"${CMAKE_SOURCE_DIR}/contrib/devtools/test-symbol-check.py"
+				"TestSymbolChecks.${UNIT_TEST_NAME}")
+		add_dependencies(symbol-check test-symbol-check)
 	endif()
 
 	set(CUSTOM_TARGET_NAME "symbol-check-${BINARY}")
@@ -22,8 +38,17 @@
 macro(add_to_security_check BINARY)
 	if(NOT TARGET security-check)
 		add_custom_target(security-check)
+
+		add_custom_target(test-security-check
+			COMMENT "Running test-security-check (${UNIT_TEST_NAME})"
+			COMMAND
+				"${Python_EXECUTABLE}"
+				"${CMAKE_SOURCE_DIR}/contrib/devtools/test-security-check.py"
+				"TestSecurityChecks.${UNIT_TEST_NAME}")
+		add_dependencies(security-check test-security-check)
 	endif()
 
+
 	set(CUSTOM_TARGET_NAME "security-check-${BINARY}")
 	add_custom_target("${CUSTOM_TARGET_NAME}"
 		COMMENT "Running security-check.py on ${BINARY}..."
diff --git a/contrib/devtools/test-security-check.py b/contrib/devtools/test-security-check.py
--- a/contrib/devtools/test-security-check.py
+++ b/contrib/devtools/test-security-check.py
@@ -43,7 +43,7 @@
 
     subprocess.run([*cc, source, "-o", executable] + env_flags + options, check=True)
     p = subprocess.run(
-        ["./contrib/devtools/security-check.py", executable],
+        [os.path.join(os.path.dirname(__file__), "security-check.py"), executable],
         stdout=subprocess.PIPE,
         universal_newlines=True,
     )
diff --git a/contrib/devtools/test-symbol-check.py b/contrib/devtools/test-symbol-check.py
--- a/contrib/devtools/test-symbol-check.py
+++ b/contrib/devtools/test-symbol-check.py
@@ -26,7 +26,7 @@
 
     subprocess.run([*cc, source, "-o", executable] + env_flags + options, check=True)
     p = subprocess.run(
-        ["./contrib/devtools/symbol-check.py", executable],
+        [os.path.join(os.path.dirname(__file__), "symbol-check.py"), executable],
         stdout=subprocess.PIPE,
         universal_newlines=True,
     )